AAPOR, Twitter, 8/13/2022 10:33:21 PM, 279992


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AAPOR_2022-08-13_15-21-37.xlsx
AAPOR_2022-08-13_15-21-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
AAPOR via NodeXL https://bit.ly/3QJ521K
@aapor
@dwayne_trip
@cernat_a
@statstas
@sgalami1
@rasmussen_poll
@jerrytimbrook
@metrogram
@bradytwest
@aedwardslevy

Top hashtags:
#aapor
#jsm2022
#notjustsurveys
#qualitative
#aapor23
#asa2022
#qualpor
#chaopase

Description:
Description
The graph represents a network of 181 Twitter users whose tweets in the requested range contained "AAPOR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 August 2022 at 22:21 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 8-hour, 21-minute period from Saturday, 30 July 2022 at 10:58 UTC to Friday, 12 August 2022 at 19:19 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 181
Unique Edges : 191
Edges With Duplicates : 254
Total Edges : 445
Number of Edge Types : 5
Replies to : 59
Mentions : 200
MentionsInRetweet : 113
Tweet : 13
Retweet : 60
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.052434456928839
Reciprocated Edge Ratio : 0.099644128113879
Connected Components : 21
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 108
Maximum Edges in a Connected Component : 324
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.435845
Graph Density : 0.00862492326580724
Modularity : 0.445248
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 181 Twitter users whose tweets in the requested range contained "AAPOR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 August 2022 at 22:21 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 8-hour, 21-minute period from Saturday, 30 July 2022 at 10:58 UTC to Friday, 12 August 2022 at 19:19 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : AAPOR
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://changeresearch.com/wp-content/uploads/2022/08/Oklahoma-Memo-August-2022-Change-Research-1.pdf
[4] https://www.alexcernat.com/estimating-change-in-time-comparing-the-multilevel-model-for-change-with-the-latent-growth-model/
[3] https://www.aapor.org/getattachment/Education-Resources/Reports/AAPOR-Mixed-Mode-Task-Force-Executive-Summary-FINAL.pdf.aspx
[3] https://www.aapor.org/Education-Resources/Election-Polling-Resources/Sampling-Methods-for-Political-Polling.aspx
[2] https://web.cvent.com/survey/41f5d158-e5f1-4ff6-a6b1-1f16cd7ea648/welcome
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-44246-0
[1] https://samplics.readthedocs.io/en/latest/
[1] https://twitter.com/norcnews/status/1557450538614231040
[1] https://twitter.com/JSurvStatMeth/status/1557087123890733057
[1] https://www.aapor.org/AAPOR_Main/media/Jackie/22-notjustsurveys-socme-template-(Letter).pdf

Top URLs in Tweet in G1:
[1] https://www.breitbart.com/politics/2021/07/19/nolte-2020-polls-worst-in-40-years-and-the-pollsters-are-blaming-donald-trump/
[1] https://twitter.com/CharlesDainoff/status/1554185333440331777

Top URLs in Tweet in G2:
[2] https://web.cvent.com/survey/41f5d158-e5f1-4ff6-a6b1-1f16cd7ea648/welcome
[1] https://www.aapor.org/getattachment/Education-Resources/Reports/AAPOR-Mixed-Mode-Task-Force-Executive-Summary-FINAL.pdf.aspx
[1] https://www.cognitoforms.com/AmericanAssociationForPublicOpinionResearch/CallFor2023ShortCourses
[1] https://www.cognitoforms.com/AmericanAssociationForPublicOpinionResearch/_2023WebinarSubmissions
[1] https://portal.aapor.org/integratedEvents/home/WEB0822
[1] https://www.aapor.org/AAPOR_Main/media/Jackie/22-notjustsurveys-socme-template-(Letter).png
[1] https://www.aapor.org/AAPOR_Main/media/Jackie/22-notjustsurveys-socme-template-(Letter).pdf
[1] https://www.aapor.org/Membership/Affinity-Groups/ersa-affinity-group.aspx
[1] https://www.pewresearch.org/race-ethnicity/2022/08/02/what-it-means-to-be-asian-in-america/
[1] https://twitter.com/AAPOR/status/1554817365329813505

Top URLs in Tweet in G3:
[4] https://www.alexcernat.com/estimating-change-in-time-comparing-the-multilevel-model-for-change-with-the-latent-growth-model/
[1] https://www.alexcernat.com/understanding-mode-of-interview-switching-in-longitudinal-surveys/

Top URLs in Tweet in G4:
[2] https://www.aapor.org/getattachment/Education-Resources/Reports/AAPOR-Mixed-Mode-Task-Force-Executive-Summary-FINAL.pdf.aspx
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-44246-0
[1] https://twitter.com/norcnews/status/1557450538614231040
[1] https://samplics.readthedocs.io/en/latest/
[1] https://twitter.com/JSurvStatMeth/status/1557087123890733057
[1] https://twitter.com/aapor/status/1554489849968738307

Top URLs in Tweet in G5:
[1] https://www.aapor.org/transparency_initiative.htm
[1] https://www.aapor.org/Education-Resources/Reports/An-Evaluation-of-2016-Election-Polls-in-the-U-S.aspx
[1] https://www.aapor.org/Education-Resources/Reports/2020-Pre-Election-Polls-Performance-of-the-Polls-i.aspx
[1] https://www.aapor.org
[1] https://www.aapor.org/
[1] https://www.aapor.org/Education-Resources/Reports/2020-Pre-Election-Polling-An-Evaluation-of-the-202.aspx

Top URLs in Tweet in G7:
[6] https://changeresearch.com/wp-content/uploads/2022/08/Oklahoma-Memo-August-2022-Change-Research-1.pdf
[1] https://changeresearch.com/wp-content/uploads/2022/08/Oklahoma-Survey-Results-AAPOR-1.pdf

Top URLs in Tweet in G10:
[1] https://www.aapor.org/Education-Resources/For-Researchers/Poll-Survey-FAQ/Weighting.aspx

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] aapor
[7] jsm2022
[6] notjustsurveys
[5] qualitative
[4] aapor23
[2] asa2022
[2] qualpor
[1] chaopase
[1] northeastinstitute
[1] rstats



Top Hashtags in Tweet in G2:
[12] aapor
[6] notjustsurveys
[5] qualitative
[3] aapor23
[2] qualpor
[1] northeastinstitute
[1] jsm2022

Top Hashtags in Tweet in G3:
[1] rstats

Top Hashtags in Tweet in G4:
[6] jsm2022
[3] aapor
[1] asa2022
[1] aapor23

Top Words
Top Words in Tweet in Entire Graph:
[120] aapor
[36] rasmussen_poll
[28] association
[26] professional
[25] conferences
[23] actually
[23] industry
[22] go
[21] public
[21] opinion

Top Words in Tweet in G1:
[39] aapor
[36] rasmussen_poll
[23] professional
[23] conferences
[22] industry
[22] association
[21] actually
[21] professor
[21] go
[21] made

Top Words in Tweet in G2:
[38] aapor
[19] research
[16] public
[16] opinion
[11] 2022
[10] #aapor
[8] neil_ruiz
[8] award
[8] paper
[7] careers

Top Words in Tweet in G3:
[8] model
[7] cernat_a
[7] ncrmuk
[6] latent
[4] methodsmcr
[4] aapor
[4] esrasurvey
[4] usociety
[4] multilevel
[4] change

Top Words in Tweet in G4:
[11] aapor
[6] olson_km
[6] #jsm2022
[6] year
[3] time
[3] bradytwest
[3] #aapor
[3] report
[3] task
[3] force

Top Words in Tweet in G5:
[14] aapor
[13] não
[11] supermarcio_1
[11] flferronato
[11] ducavendish
[11] belliziam
[8] mills_watcher
[8] uma
[6] transparência
[5] pesquisas

Top Words in Tweet in G6:
[2] ac

Top Words in Tweet in G7:
[6] sample
[6] composition
[6] democrats
[6] 28
[6] pure
[6] independents
[6] 10
[6] republicans
[6] 62
[6] memo

Top Words in Tweet in G8:
[2] atesbryan63
[2] edyuhas40
[2] timryan
[2] polls
[2] races
[2] called
[2] recent
[2] cycle2020
[2] affiliated
[2] professional

Top Words in Tweet in G9:
[2] conference

Top Words in Tweet in G10:
[2] weighting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] professional,conferences
[21] actually,professor
[21] professor,go
[21] go,professional
[21] conferences,industry
[21] industry,association
[21] association,aapor
[21] aapor,made
[20] public,opinion
[20] rasmussen_poll,actually

Top Word Pairs in Tweet in G1:
[22] professional,conferences
[21] actually,professor
[21] professor,go
[21] go,professional
[21] conferences,industry
[21] industry,association
[21] association,aapor
[21] aapor,made
[20] rasmussen_poll,actually
[18] made,'ruleâ

Top Word Pairs in Tweet in G2:
[16] public,opinion
[15] opinion,research
[7] careers,public
[6] eeuu,american
[6] american,association
[6] association,public
[6] research,aapor
[6] aapor,serie
[6] serie,requisitos
[6] requisitos,publicar

Top Word Pairs in Tweet in G3:
[4] multilevel,model
[4] model,change
[4] change,versus
[4] versus,latent
[4] latent,growth
[4] growth,model
[4] model,one
[4] one,use
[4] use,ncrmuk
[3] cernat_a,multilevel

Top Word Pairs in Tweet in G4:
[3] aapor,task
[3] task,force
[2] olson_km,bradytwest
[2] bradytwest,tslumley
[2] tslumley,statsteph
[2] year,virtual
[2] first,olson_km
[2] olson_km,covering
[2] covering,highlights
[2] highlights,aapor

Top Word Pairs in Tweet in G5:
[11] supermarcio_1,flferronato
[11] flferronato,ducavendish
[11] ducavendish,belliziam
[8] mills_watcher,supermarcio_1
[3] pesquisas,eleitorais
[3] normas,transparência
[3] rnishimura,supermarcio_1
[2] agpatriota1,carolaf88
[2] regulamentação,pesquisas
[2] transparency,initiative

Top Word Pairs in Tweet in G7:
[6] sample,composition
[6] composition,democrats
[6] democrats,28
[6] 28,pure
[6] pure,independents
[6] independents,10
[6] 10,republicans
[6] republicans,62
[6] 62,memo
[6] memo,methodology

Top Word Pairs in Tweet in G8:
[2] atesbryan63,edyuhas40
[2] edyuhas40,timryan
[2] races,called
[2] recent,cycle2020
[2] cycle2020,affiliated
[2] affiliated,professional
[2] professional,polling
[2] polling,organization
[2] organization,ncpp
[2] ncpp,aapor

Top Replied-To
Top Replied-To in Entire Graph:
@rasmussen_poll
@mills_watcher
@rnishimura
@olson_km
@jerrytimbrook
@atesbryan63
@cernat_a
@zaleskiluke
@abclayton24
@charlesdainoff

Top Replied-To in G1:
@rasmussen_poll
@charlesdainoff
@nickchep
@ubrox1

Top Replied-To in G2:
@zaleskiluke
@jerrytimbrook
@margaretroller
@cidade_melissa
@skoczela

Top Replied-To in G3:
@cernat_a

Top Replied-To in G4:
@olson_km
@statstas
@chasehharrison
@jerrytimbrook

Top Replied-To in G5:
@mills_watcher
@rnishimura
@mdtvieiras
@davidshor

Top Replied-To in G6:
@lwahedi

Top Replied-To in G8:
@atesbryan63

Top Replied-To in G9:
@stone_prof

Top Replied-To in G10:
@cpickler18

Top Mentioned
Top Mentioned in Entire Graph:
@aapor
@rasmussen_poll
@supermarcio_1
@flferronato
@ducavendish
@belliziam
@neil_ruiz
@ncrmuk
@olson_km
@pewresearch

Top Mentioned in G1:
@aapor
@rasmussen_poll
@peoples_pundit
@charlesdainoff
@samfort07323576
@ubrox1

Top Mentioned in G2:
@aapor
@neil_ruiz
@pewresearch
@gusrojasmatute
@mgh_ri
@samaraklar
@jerrytimbrook
@iomeducates
@chanceyork23
@mozilla

Top Mentioned in G3:
@ncrmuk
@methodsmcr
@aapor
@esrasurvey
@usociety
@cernat_a
@essexsumschool
@socialstatsman
@socialstats_rss

Top Mentioned in G4:
@aapor
@olson_km
@bradytwest
@amstatnews
@tslumley
@statsteph
@jolene_smyth
@jerrytimbrook
@westat
@norcnews

Top Mentioned in G5:
@supermarcio_1
@flferronato
@ducavendish
@belliziam
@agpatriota1
@carolaf88
@nate_cohn
@wpmarble
@brendannyhan
@mattyglesias

Top Mentioned in G6:
@lauretig
@conjugateprior
@sumitapahwa
@arthur_spirling
@polmeth2022
@isanet
@apsatweets
@polmethsociety

Top Mentioned in G7:
@changepolls

Top Mentioned in G8:
@edyuhas40
@timryan

Top Mentioned in G9:
@alixabeth
@socscholarcr

Top Mentioned in G10:
@ladderbrooklyn
@rgoodlaw

Top Tweeters
Top Tweeters in Entire Graph:
@bmlewis2
@rstatstweet
@debster7301
@zaleskiluke
@ia_vets
@debsinger2
@beyerstein
@aaad25
@danahoule
@smilingl8dy

Top Tweeters in G1:
@debster7301
@ia_vets
@debsinger2
@annsnell14
@ironsightforge
@ronpowell7
@peoples_pundit
@samfort07323576
@allonsyz
@rasmussen_poll

Top Tweeters in G2:
@zaleskiluke
@aaad25
@gusrojasmatute
@maryelosch
@pewresearch
@chrisshep51283
@aedwardslevy
@ericksanchez43
@patmartinezc
@skoczela

Top Tweeters in G3:
@rstatstweet
@dwayne_trip
@closer_uk
@usociety
@ess_survey
@gesis_org
@ncrmuk
@hsgstgallen
@socialstatsman
@cedemografia

Top Tweeters in G4:
@publichealthmap
@tslumley
@statstas
@amstatnews
@bradytwest
@norcnews
@danhedlin
@westat
@olson_km
@vadimzip

Top Tweeters in G5:
@brendannyhan
@carolaf88
@nate_cohn
@ducavendish
@flferronato
@davidshor
@mills_watcher
@rnishimura
@mattyglesias
@wpmarble

Top Tweeters in G6:
@sumitapahwa
@conjugateprior
@arthur_spirling
@lauretig
@apsatweets
@isanet
@jacob_montg
@lwahedi
@polmethsociety
@polmeth2022

Top Tweeters in G7:
@smilingl8dy
@geegeeakili
@sincerebs
@estairart
@brooks_caedmon
@changepolls

Top Tweeters in G8:
@atesbryan63
@timryan
@connaiconqueso
@edyuhas40

Top Tweeters in G9:
@alixabeth
@socscholarcr
@stone_prof
@dancassino

Top Tweeters in G10:
@cpickler18
@ladderbrooklyn
@rgoodlaw
@bluecardpack76